Fold 0
Model 0 best validation binary_cross_entropy = 0.371911 on epoch 184
Model 0 test binary_cross_entropy = 0.445539
Ensemble test binary_cross_entropy = 0.445539
Fold 1
Model 0 best validation binary_cross_entropy = 0.300251 on epoch 194
Model 0 test binary_cross_entropy = 0.403390
Ensemble test binary_cross_entropy = 0.403390
Fold 2
Model 0 best validation binary_cross_entropy = 0.308381 on epoch 166
Model 0 test binary_cross_entropy = 0.396205
Ensemble test binary_cross_entropy = 0.396205
Fold 3
Model 0 best validation binary_cross_entropy = 0.344243 on epoch 191
Model 0 test binary_cross_entropy = 0.316820
Ensemble test binary_cross_entropy = 0.316820
Fold 4
Model 0 best validation binary_cross_entropy = 0.318769 on epoch 180
Model 0 test binary_cross_entropy = 0.279857
Ensemble test binary_cross_entropy = 0.279857
Fold 5
Warning: Found a task with predictions all 0s or all 1s
Warning: Found a task with predictions all 0s or all 1s
Model 0 best validation binary_cross_entropy = 0.322941 on epoch 156
Model 0 test binary_cross_entropy = 0.303652
Ensemble test binary_cross_entropy = 0.303652
Fold 6
Model 0 best validation binary_cross_entropy = 0.295212 on epoch 153
Model 0 test binary_cross_entropy = 0.393767
Ensemble test binary_cross_entropy = 0.393767
Fold 7
Model 0 best validation binary_cross_entropy = 0.307466 on epoch 160
Model 0 test binary_cross_entropy = 0.369676
Ensemble test binary_cross_entropy = 0.369676
Fold 8
Model 0 best validation binary_cross_entropy = 0.324866 on epoch 208
Model 0 test binary_cross_entropy = 0.267924
Ensemble test binary_cross_entropy = 0.267924
Fold 9
Model 0 best validation binary_cross_entropy = 0.384132 on epoch 269
Model 0 test binary_cross_entropy = 0.397356
Ensemble test binary_cross_entropy = 0.397356
10-fold cross validation
	Seed 0 ==> test binary_cross_entropy = 0.445539
	Seed 1 ==> test binary_cross_entropy = 0.403390
	Seed 2 ==> test binary_cross_entropy = 0.396205
	Seed 3 ==> test binary_cross_entropy = 0.316820
	Seed 4 ==> test binary_cross_entropy = 0.279857
	Seed 5 ==> test binary_cross_entropy = 0.303652
	Seed 6 ==> test binary_cross_entropy = 0.393767
	Seed 7 ==> test binary_cross_entropy = 0.369676
	Seed 8 ==> test binary_cross_entropy = 0.267924
	Seed 9 ==> test binary_cross_entropy = 0.397356
Overall test binary_cross_entropy = 0.357419 +/- 0.057458
Elapsed time = 0:08:09
